Services
Data Analysis
AI Chat Integration
LLM Fine Tuning
RAG
Experiences
Data Engineering
Petrol d.d. — Ljubljana, SI Feb 2024 - Nov 2024
- Conducted MySQL querying and developed PowerBI reports.
- Utilized Snowflake for creating dimensions and facts to address business requirements.
- Executed ad hoc deployments and ensured Data Quality (DQ).
- Leveraged IBM Datastage for developing and running ETL pipelines.
Researcher in Data Science
Jozef Stefan Institute — Ljubljana, SI March 2024 - June 2024
- Utilized Python with PyTorch for research in geospatial vegetation forecasting.
- Collaborated on the TEŠ plant contamination spreading forecasting project.
- Employed Matlab for calculations regarding SO4 contamination data.
Data Analyst - Long term trading
Holding slovenske elektrarne d.o.o — Ljubljana, SI Oct 2023 - Feb 2024
- Implemented a data pipeline in the ELES app using C# and Python.
- Automated tasks with Python scripting.
- Managed databases using MySQL and SQL Server Management Studio.
- Performed market analysis with Pandas (technical analysis).
- Wrote VBA code in Excel.
Software Developer
Business Solutions d.o.o — Nova Gorica, SI Jul 2023 - Oct 2023
- Crafted a mobile application for delivery services.
- Oversaw both front-end and back-end development.
- Utilized technologies including C#, Flutter, Bloc library, REST APIs, and Xamarin.
Education
MSc in Computer Science
Faculty of Computer and Information Science — Ljubljana, SI Oct 2024 - Current
- Modules: Intelligent Data Analysis, Algorithms.
B.Sc. in Mathematics
Faculty of Mathematics, Natural Sciences and Information Technologies — Koper, SI Oct 2020 - Jun 2023
- Courses taken: Functional programming (Ocaml), Data Mining and Machine Learning, Combinatorics, Statistics, Analysis I-IV, Algebra I-IV, Data structures and algorithms, Recommender systems (Pandas), Mathematical modelling, Numerical computations, Permutation groups, Graph theory, Number theory, Discrete mathematics I, Computer safety and Cryptography.
Language Proficiency
Python
5/5
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MySQL
5/5
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PowerBI
5/5
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Javascript
3/5
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C#
3/5
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Contact Me
Email: madon.matjaz@gmail.com
Discord: scoptrop